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. 2022 Mar 4;110:105821. doi: 10.1016/j.econmod.2022.105821

Table 3.

Statistical results of pandemic effect regression (11).

Country Laga F-stats. Prob. (F-stats.)b Adj. R-sq.c rˆ0 t-stats. P < |t|d
Gross Domestic Product (GDP)
DEU 2 2 615.5 0.000∗∗∗ 0.802 −2.12% −16.691 0.000∗∗∗
ESP 2 8 985.2 0.000∗∗∗ 0.916 −2.27% −13.026 0.000∗∗∗
IDN 2 38 989.1 0.000∗∗∗ 0.985 −1.24% −24.143 0.000∗∗∗
IND 2 101 284.5 0.000∗∗∗ 0.993 4.17% 51.666 0.000∗∗∗
MEX 2 33 278.1 0.000∗∗∗ 0.980 −2.37% −21.127 0.000∗∗∗
RUS 2 3 741.9 0.000∗∗∗ 0.851 10.86% 82.277 0.000∗∗∗
USA 2 18 530.2 0.000∗∗∗ 0.972 −0.12% −1.460 0.145
Broad Money (M2)
DEU 2 13 345.0 0.000∗∗∗ 0.954 −0.24% −10.490 0.000∗∗∗
IDN 2 78.5 0.000∗∗∗ 0.119 0.82% 5.845 0.000∗∗∗
IND 2 78.9 0.000∗∗∗ 0.103 4.00% 13.961 0.000∗∗∗
MEX 2 1 807.5 0.000∗∗∗ 0.727 0.62% 5.679 0.000∗∗∗
RUS 2 679.3 0.000∗∗∗ 0.510 0.44% 6.160 0.000∗∗∗
USA 2 179 627.6 0.000∗∗∗ 0.997 0.01% 0.665 0.506
Consumer Price Index (CPI)
DEU 2 1 614.1 0.000∗∗∗ 0.714 0.43% 23.030 0.000∗∗∗
ESP 2 1 220.9 0.000∗∗∗ 0.596 0.01% 0.248 0.804
IDN 2 2 559.9 0.000∗∗∗ 0.817 0.31% 21.957 0.000∗∗∗
IND 2 472.8 0.000∗∗∗ 0.411 −3.00% −40.813 0.000∗∗∗
MEX 2 373.5 0.000∗∗∗ 0.354 1.23% 45.783 0.000∗∗∗
RUS 2 1 219.7 0.000∗∗∗ 0.651 −0.35% −14.257 0.000∗∗∗
USA 2 4 559.8 0.000∗∗∗ 0.894 0.15% 6.803 0.000∗∗∗
Unemployment Rate
DEU 2 4 947.0 0.000∗∗∗ 0.884 5.32% 25.424 0.000∗∗∗
ESP 2 6 569.4 0.000∗∗∗ 0.888 0.31% 2.117 0.035∗∗
MEX 2 754.2 0.000∗∗∗ 0.526 14.30% 26.306 0.000∗∗∗
RUS 1 5 743.6 0.000∗∗∗ 0.898 −1.81% −6.873 0.000∗∗∗
USA 2 132 608.9 0.000∗∗∗ 0.996 −1.26% −4.654 0.000∗∗∗
Export (Goods)
DEU 2 615.1 0.000∗∗∗ 0.487 −4.29% −5.482 0.000∗∗∗
ESP 1 1 325.7 0.000∗∗∗ 0.616 −0.59% −0.767 0.443
IDN 2 159.4 0.000∗∗∗ 0.216 13.14% 10.990 0.000∗∗∗
IND 2 6 821.2 0.000∗∗∗ 0.910 12.42% 20.245 0.000∗∗∗
MEX 2 2 287.6 0.000∗∗∗ 0.771 7.79% 8.010 0.000∗∗∗
RUS 2 5.1 0.025∗∗ 0.006 −22.90% −27.694 0.000∗∗∗
USA 2 3 297.9 0.000∗∗∗ 0.859 1.70% 3.757 0.000∗∗∗
Import (Goods)
DEU 2 726.7 0.000∗∗∗ 0.529 −7.77% −15.459 0.000∗∗∗
ESP 2 1 446.8 0.000∗∗∗ 0.636 1.26% 1.762 0.078∗
IDN 2 165.4 0.000∗∗∗ 0.223 0.56% 0.398 0.691
IND 2 3 746.4 0.000∗∗∗ 0.847 4.47% 5.361 0.000∗∗∗
MEX 2 1 350.8 0.000∗∗∗ 0.665 2.66% 2.746 0.006∗∗∗
RUS 2 1 462.1 0.000∗∗∗ 0.691 −6.66% −16.573 0.000∗∗∗
USA 1 1 216.7 0.000∗∗∗ 0.693 −0.23% −0.588 0.557
Total Reserve
DEU 2 249.2 0.000∗∗∗ 0.277 7.18% 54.992 0.000∗∗∗
ESP 2 734.0 0.000∗∗∗ 0.470 −0.25% −4.833 0.000∗∗∗
IDN 2 630.5 0.000∗∗∗ 0.523 −3.64% −23.709 0.000∗∗∗
IND 2 163.7 0.000∗∗∗ 0.194 2.56% 27.735 0.000∗∗∗
MEX 2 514.0 0.000∗∗∗ 0.430 −0.01% −0.195 0.845
RUS 2 872.0 0.000∗∗∗ 0.572 0.20% 2.040 0.042∗∗
USA 2 157.1 0.000∗∗∗ 0.225 −0.79% −9.273 0.000∗∗∗
Exchange Rate
ESP 2 63.2 0.000∗∗∗ 0.070 −0.53% −7.553 0.000∗∗∗
IDN 2 3 613.6 0.000∗∗∗ 0.863 0.09% 0.747 0.455
IND 1 1 760.5 0.000∗∗∗ 0.722 −0.05% −0.491 0.624
MEX 2 1 475.3 0.000∗∗∗ 0.685 0.02% 0.074 0.941
RUS 2 117.8 0.000∗∗∗ 0.152 9.35% 35.170 0.000∗∗∗

Notes.

a

Lags of pandemic indicator xt are selected by BIC criteria.

b

Prob. (F-stats.) shows the significance level of F-test. ∗∗∗, ∗∗, and ∗ indicate significance at the 1%, 5%, and 10% levels, respectively.

c

Adj. R-sq. (Adjusted R-squared) represents the goodness-of-fit of the OLS model.

d

rˆ0 shows estimation of the intercept of regression (11). P < |t| shows the significance level of t-test on coefficient rˆ0. ∗∗∗, ∗∗, and ∗ indicate significance at the 1%, 5%, and 10% levels, respectively. Significance implies that the hypothesis of permanent effect r0 = 0 should be rejected; otherwise, the permanent effect is considered to be zero.